{"id":"https://openalex.org/W3198547783","doi":"https://doi.org/10.1055/s-0041-1735178","title":"Machine Learning for Detection of Correct Peripherally Inserted Central Catheter Tip Position from Radiology Reports in Infants","display_name":"Machine Learning for Detection of Correct Peripherally Inserted Central Catheter Tip Position from Radiology Reports in Infants","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3198547783","doi":"https://doi.org/10.1055/s-0041-1735178","mag":"3198547783","pmid":"https://pubmed.ncbi.nlm.nih.gov/34496420"},"language":"en","primary_location":{"id":"doi:10.1055/s-0041-1735178","is_oa":true,"landing_page_url":"https://doi.org/10.1055/s-0041-1735178","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0041-1735178.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0041-1735178.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015468698","display_name":"Manan Shah","orcid":"https://orcid.org/0000-0002-0874-3373"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Manan Shah","raw_affiliation_strings":["Division of Neonatal and Pulmonary Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States"],"affiliations":[{"raw_affiliation_string":"Division of Neonatal and Pulmonary Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073375772","display_name":"Derek Shu","orcid":"https://orcid.org/0000-0002-0737-0392"},"institutions":[{"id":"https://openalex.org/I92156820","display_name":"University of Cincinnati Medical Center","ror":"https://ror.org/02p72h367","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I92156820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derek Shu","raw_affiliation_strings":["Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I92156820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017246903","display_name":"V. B. Surya Prasath","orcid":"https://orcid.org/0000-0001-7163-7453"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V. B. Surya Prasath","raw_affiliation_strings":["Division of Bioinformatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States"],"affiliations":[{"raw_affiliation_string":"Division of Bioinformatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013528584","display_name":"Yizhao Ni","orcid":"https://orcid.org/0000-0001-8599-454X"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]},{"id":"https://openalex.org/I92156820","display_name":"University of Cincinnati Medical Center","ror":"https://ror.org/02p72h367","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I92156820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhao Ni","raw_affiliation_strings":["Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States","Division of Bioinformatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I92156820"]},{"raw_affiliation_string":"Division of Bioinformatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I1285204247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066926813","display_name":"Andrew H. Schapiro","orcid":"https://orcid.org/0000-0002-3041-8059"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]},{"id":"https://openalex.org/I92156820","display_name":"University of Cincinnati Medical Center","ror":"https://ror.org/02p72h367","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I92156820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew H. Schapiro","raw_affiliation_strings":["Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I1285204247"]},{"raw_affiliation_string":"Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I92156820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077150971","display_name":"Kevin R. Dufendach","orcid":null},"institutions":[{"id":"https://openalex.org/I92156820","display_name":"University of Cincinnati Medical Center","ror":"https://ror.org/02p72h367","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I92156820"]},{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin R. Dufendach","raw_affiliation_strings":["Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States","Division of Bioinformatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","Division of Neonatal and Pulmonary Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I92156820"]},{"raw_affiliation_string":"Division of Bioinformatics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I1285204247"]},{"raw_affiliation_string":"Division of Neonatal and Pulmonary Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, United States","institution_ids":["https://openalex.org/I1285204247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015468698"],"corresponding_institution_ids":["https://openalex.org/I1285204247"],"apc_list":null,"apc_paid":null,"fwci":1.6591,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83915337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"12","issue":"04","first_page":"856","last_page":"863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10641","display_name":"Central Venous Catheters and Hemodialysis","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10641","display_name":"Central Venous Catheters and Hemodialysis","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9574999809265137,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9484999775886536,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/peripherally-inserted-central-catheter","display_name":"Peripherally inserted central catheter","score":0.6192257404327393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6181305050849915},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.598751962184906},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5938517451286316},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5665745735168457},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5499014258384705},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5298407077789307},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46675920486450195},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.4576702117919922},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42193466424942017},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3835488557815552},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32775700092315674},{"id":"https://openalex.org/keywords/catheter","display_name":"Catheter","score":0.2716054916381836}],"concepts":[{"id":"https://openalex.org/C2777960920","wikidata":"https://www.wikidata.org/wiki/Q7168716","display_name":"Peripherally inserted central catheter","level":3,"score":0.6192257404327393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6181305050849915},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.598751962184906},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5938517451286316},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5665745735168457},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5499014258384705},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5298407077789307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46675920486450195},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.4576702117919922},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42193466424942017},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3835488557815552},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32775700092315674},{"id":"https://openalex.org/C2781267111","wikidata":"https://www.wikidata.org/wiki/Q652297","display_name":"Catheter","level":2,"score":0.2716054916381836}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002405","descriptor_name":"Catheterization, Central Venous","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002405","descriptor_name":"Catheterization, Central Venous","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002405","descriptor_name":"Catheterization, Central Venous","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007223","descriptor_name":"Infant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011871","descriptor_name":"Radiology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057785","descriptor_name":"Catheters","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057785","descriptor_name":"Catheters","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057785","descriptor_name":"Catheters","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1055/s-0041-1735178","is_oa":true,"landing_page_url":"https://doi.org/10.1055/s-0041-1735178","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0041-1735178.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},{"id":"pmid:34496420","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34496420","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied clinical informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8426077","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8426077","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Appl Clin Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1055/s-0041-1735178","is_oa":true,"landing_page_url":"https://doi.org/10.1055/s-0041-1735178","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0041-1735178.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7099999785423279}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309575","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3198547783.pdf","grobid_xml":"https://content.openalex.org/works/W3198547783.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1510073064","https://openalex.org/W1966027195","https://openalex.org/W1972190293","https://openalex.org/W1991138362","https://openalex.org/W2040443354","https://openalex.org/W2101234009","https://openalex.org/W2153072644","https://openalex.org/W2177870565","https://openalex.org/W2208967483","https://openalex.org/W2242464395","https://openalex.org/W2338526423","https://openalex.org/W2409994597","https://openalex.org/W2460676950","https://openalex.org/W2461681069","https://openalex.org/W2549939702","https://openalex.org/W2581082771","https://openalex.org/W2606089314","https://openalex.org/W2611878561","https://openalex.org/W2624756857","https://openalex.org/W2735580341","https://openalex.org/W2741847682","https://openalex.org/W2761196163","https://openalex.org/W2785406638","https://openalex.org/W2788533098","https://openalex.org/W2794457162","https://openalex.org/W2794518994","https://openalex.org/W2800600955","https://openalex.org/W2810349670","https://openalex.org/W2884205346","https://openalex.org/W2896556344","https://openalex.org/W2911964244","https://openalex.org/W2918369972","https://openalex.org/W2941736751","https://openalex.org/W2971757746","https://openalex.org/W2982280746","https://openalex.org/W2988716771","https://openalex.org/W2995341106","https://openalex.org/W3014284538","https://openalex.org/W3034019787","https://openalex.org/W3116523421","https://openalex.org/W3123554940","https://openalex.org/W4210984920","https://openalex.org/W4247624578","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W4367336074","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W4379620016","https://openalex.org/W3154045278","https://openalex.org/W3210764983","https://openalex.org/W3089416646","https://openalex.org/W4367335949","https://openalex.org/W2004826645"],"abstract_inverted_index":{"Our":[0],"study":[1],"shows":[2],"that":[3],"ML":[4,19],"classifiers":[5],"can":[6],"automatically":[7],"extract":[8],"the":[9],"anatomical":[10],"location":[11],"of":[12],"PICC":[13,58],"tips":[14],"from":[15],"radiology":[16],"reports.":[17],"Two":[18],"classifiers,":[20],"support":[21,52],"vector":[22],"machine":[23],"(SVM)":[24],"and":[25,35],"a":[26,43,49],"neural":[27],"network,":[28],"obtained":[29],"top":[30],"accuracies":[31],"in":[32,42],"both":[33],"binary":[34],"multiple":[36],"category":[37],"predictions.":[38],"Implementing":[39],"these":[40],"algorithms":[41],"neonatal":[44],"intensive":[45],"care":[46],"unit":[47],"as":[48],"clinical":[50],"decision":[51],"system":[53],"may":[54],"help":[55],"clinicians":[56],"address":[57],"line":[59],"position.":[60]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}